AKIMOTO Yohei

Researcher's full information

Refereed academic journal/Refereed international conference paper

• DC carpet cloak designed by topology optimization based on covariance matrix adaptation evolution strategy
  Fujii Garuda; Akimoto Youhei
  OPTICS LETTERS/44(8)/pp.2057-2060, 2019-04
• Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution Under Finite Samples
  Uchida Kento; Shirakawa Shinichi; Akimoto Yohei
  Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.897-904, 2018-07
• PSA-CMA-ES: CMA-ES with Population Size Adaptation
  Nishida Kouhei; Akimoto Yohei
  Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.865-873, 2018-07
• Drift Theory in Continuous Search Spaces: Expected Hitting Time of the (1+1)-ES with 1/5 Success Rule
  Akimoto Yohei; Auger Anne; Glasmachers Tobias
  Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.801-808, 2018-07
• Embedded Feature Selection Using Probabilistic Model-Based Optimization
  Saito Shota; Shirakawa Shinichi; Akimoto Yohei
  Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1922-1925, 2018-07
• Well Placement Optimization for Carbon dioxide Capture and Storage via CMA-ES with Mixed Integer Support
  Miyagi Atsuhiro; Akimoto Yohei; Yamamoto Hajime
  Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1696-1703, 2018-07
• Benchmarking the PSA-CMA-ES on the BBOB Noiseless Testbed
  Nishida Kouhei; Akimoto Yohei
  Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1529-1537, 2018-07
• Model Parameter Adaptive Instance-Based Policy Optimization for Episodic Control Tasks of Nonholonomic Systems
  Ohashi Kyotaro; Fujiyoshi Natsuki; Sakamoto Naoki; Akimot...
  Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1426-1433, 2018-07
• A Note on the CMA-ES for Functions with Periodic Variables
  Yamaguchi Takahiro; Akimoto Yohei
  Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.227-228, 2018-07
• Quality Gain Analysis of the Weighted Recombination Evolution Strategy on General Convex Quadratic Functions
  Akimoto Yohei; Auger Anne; Hansen Nikolaus
  Theoretical Computer Science/832/pp.42-67, 2018-06
• Direct-current electric invisibility through topology optimization
  Fujii Garuda; Akimoto Yohei; Takahashi Masayuki
  Journal of Applied Physics/123(23)/p.233102, 2018-06
• Proposal of a Linear Constraint Handling Method for Black-Box Optimization with Invariance Properties
  阪本 直気; 秋本 洋平
  TJPNSEC/9(1)/pp.21-30, 2018-06
  
  CiNii
• CMA-ES-based structural topology optimization using a level set boundary expression—Application to optical and carpet cloaks
  Fujii Garuda; Takahashi Masayuki; Akimoto Yohei
  Computer Methods in Applied Mechanics and Engineering/332/pp.624-643, 2018-04
• Parameter-less Policy Optimization: Proposal and Evaluation of IBP-CMA
  大橋 響太郎; 藤吉 夏生; 秋本 洋平
  Transaction of the Japanese Society for Evolutionary Computation/9(1)/pp.10-20, 2018-04
  
  CiNii
• 共分散行列適応進化戦略に基づいた音響クロークのトポロジー最適化
  高橋 正幸; 秋本 洋平; 藤井 雅留太
  日本機械学会論文集/84(859), 2018-03
• Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling
  Shirakawa Shinichi; Iwata Yasushi; Akimoto Yohei
  Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence and the twenty-ninth Innovative Applications of Artificial Intelligence Conference, 2018-02
• Exploring optimal topology of thermal cloaks by CMA-ES
  Fujii Garuda; Akimoto Yohei; Takahashi Masayuki
  Applied Physics Letters/112(6), 2018-02
• CMA-ESのための集団サイズ適応機構の提案と評価
  西田 昂平; 秋本 洋平
  進化計算学会論文誌/8(2)/pp.61-74, 2017-12
• Optimal Cluster Head Selection and Rotation of Cognitive Wireless Sensor Networks for Simultaneous Data Gathering and Long Life System
  Takyu Osamu; Fujii Shohei; Akimoto Yohei; Akimoto Youhei...
  International Journal of Distributed Sensor Networks/13(12), 2017-12
• CMA-ESにおける矩形制約対処法の改良と線形制約への拡張
  阪本 直気; 秋本 洋平
  進化計算学会論文誌/8(2)/pp.23-35, 2017-11
• Benchmarking the Novel CMA-ES Restart Strategy Using the Search History on the BBOB Noiseless Testbed
  Yamaguchi Takahiro; Akimoto Yohei
  Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017) Companion/pp.1780-1787, 2017-07
• Introducing the Cumulation to the Population Based Incremental Learning and the Compact GA to Relax Genetic Drift
  Tanaka Keigo; Akimoto Yohei
  Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017) Companion/pp.199-200, 2017-07
• Modified Box Constraint Handling for the Covariance Matrix Adaptation Evolution Strategy
  Sakamoto Naoki; Akimoto Yohei
  Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017) Companion/pp.183-184, 2017-07
• Effect of the Mean Vector Learning Rate in CMA-ES
  Hidekazu Miyazawa; Akimoto Yohei
  Proceedings of Genetic and Evolutionary Computation Conference (GECCO 2017)/pp.721-728, 2017-07
• A Gait-Based Human Identification Method Under Various Covariate Factors
  YEOH TzeWei; Akimoto Youhei; Aguirre Hernan; Tanaka Kiyoshi
  IIEEJ transactions on image electronics and visual computing/3(2)/pp.193-205, 2015-12
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